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Collections: | |
- Name: DRRG | |
Metadata: | |
Training Data: SCUT-CTW1500 | |
Training Techniques: | |
- SGD with Momentum | |
Training Resources: 4x NVIDIA A100-SXM4-80GB | |
Architecture: | |
- ResNet | |
- FPN_UNet | |
Paper: | |
URL: https://arxiv.org/abs/2003.07493.pdf | |
Title: 'Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection' | |
README: configs/textdet/drrg/README.md | |
Models: | |
- Name: drrg_resnet50_fpn-unet_1200e_ctw1500 | |
Alias: DRRG | |
In Collection: DRRG | |
Config: configs/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500.py | |
Metadata: | |
Training Data: CTW1500 | |
Results: | |
- Task: Text Detection | |
Dataset: CTW1500 | |
Metrics: | |
hmean-iou: 0.8467 | |
Weights: https://download.openmmlab.com/mmocr/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500/drrg_resnet50_fpn-unet_1200e_ctw1500_20220827_105233-d5c702dd.pth | |